├── README.md ├── checkpoints └── put the downloaded cpt here ├── compute_exemplar.py ├── convs ├── cifar_resnet.py ├── conv_cifar.py ├── conv_imagenet.py ├── linears.py ├── memo_cifar_resnet.py ├── memo_resnet.py ├── model2examplar.py ├── resnet.py ├── resnet10.py ├── ucir_cifar_resnet.py └── ucir_resnet.py ├── exps ├── bic.json ├── coil.json ├── der.json ├── ewc.json ├── finetune.json ├── foster.json ├── gem.json ├── icarl.json ├── lwf.json ├── memo.json ├── podnet.json ├── replay.json ├── rmm-foster.json ├── rmm-icarl.json ├── rmm-pretrain.json └── wa.json ├── main.py ├── main_memo.py ├── main_rmm.py ├── models ├── base.py ├── bic.py ├── coil.py ├── der.py ├── ewc.py ├── finetune.py ├── foster.py ├── gem.py ├── icarl.py ├── lwf.py ├── memo.py ├── podnet.py ├── replay.py ├── rmm.py └── wa.py ├── resources ├── AUC.png ├── cifar.png ├── confmat.png ├── fcweight.png ├── imagenet100.png ├── imagenet1000.png ├── memory-aligned.png ├── memory.png ├── roadmap.png └── taxonomy_fig.png ├── rmm_train.py ├── run-auc.sh ├── run-fair.sh ├── scripts ├── auc │ ├── cifar_b0_10_bic.sh │ ├── cifar_b0_10_coil.sh │ ├── cifar_b0_10_foster.sh │ ├── cifar_b0_10_gem.sh │ ├── cifar_b0_10_podnet.sh │ ├── img100_b50_5_bic.sh │ ├── img100_b50_5_coil.sh │ ├── img100_b50_5_foster.sh │ └── img100_b50_5_podnet.sh ├── benchmark │ ├── cifar_b0_10_coil.sh │ ├── cifar_b0_10_finetune.sh │ ├── cifar_b0_10_foster.sh │ ├── cifar_b0_10_memo.sh │ ├── cifar_b0_10_rmmfoster.sh │ ├── cifar_b0_20_coil.sh │ ├── cifar_b0_20_finetune.sh │ ├── cifar_b0_20_foster.sh │ ├── cifar_b0_20_memo.sh │ ├── cifar_b0_20_rmmfoster.sh │ ├── cifar_b0_50_coil.sh │ ├── cifar_b0_50_finetune.sh │ ├── cifar_b0_50_foster.sh │ ├── cifar_b0_50_memo.sh │ ├── cifar_b0_50_rmmfoster.sh │ ├── cifar_b0_5_coil.sh │ ├── cifar_b0_5_finetune.sh │ ├── cifar_b0_5_foster.sh │ ├── cifar_b0_5_memo.sh │ ├── cifar_b0_5_rmmfoster.sh │ ├── cifar_b50_10_coil.sh │ ├── cifar_b50_10_foster.sh │ ├── cifar_b50_10_memo.sh │ ├── cifar_b50_10_rmmfoster.sh │ ├── cifar_b50_25_coil.sh │ ├── cifar_b50_25_foster.sh │ ├── cifar_b50_25_memo.sh │ ├── cifar_b50_25_rmmfoster.sh │ ├── img1000_b0_100_bic.sh │ ├── img1000_b0_100_coil.sh │ ├── img1000_b0_100_ewc.sh │ ├── img1000_b0_100_finetune.sh │ ├── img1000_b0_100_foster.sh │ ├── img1000_b0_100_icarl.sh │ ├── img1000_b0_100_lwf.sh │ ├── img1000_b0_100_memo.sh │ ├── img1000_b0_100_podnet.sh │ ├── img1000_b0_100_replay.sh │ ├── img1000_b0_100_rmm_foster.sh │ ├── img1000_b0_100_wa.sh │ ├── img1000_b500_100_bic.sh │ ├── img1000_b500_100_coil.sh │ ├── img1000_b500_100_der.sh │ ├── img1000_b500_100_ewc.sh │ ├── img1000_b500_100_finetune.sh │ ├── img1000_b500_100_foster.sh │ ├── img1000_b500_100_icarl.sh │ ├── img1000_b500_100_lwf.sh │ ├── img1000_b500_100_memo.sh │ ├── img1000_b500_100_podnet.sh │ ├── img1000_b500_100_replay.sh │ ├── img1000_b500_100_rmm_foster.sh │ ├── img1000_b500_100_wa.sh │ ├── img100_b0_10_coil.sh │ ├── img100_b0_10_finetune.sh │ ├── img100_b0_10_foster.sh │ ├── img100_b0_10_memo.sh │ ├── img100_b0_10_rmmfoster.sh │ ├── img100_b0_20_coil.sh │ ├── img100_b0_20_finetune.sh │ ├── img100_b0_20_foster.sh │ ├── img100_b0_20_memo.sh │ ├── img100_b0_20_rmmfoster.sh │ ├── img100_b0_50_coil.sh │ ├── img100_b0_50_finetune.sh │ ├── img100_b0_50_foster.sh │ ├── img100_b0_50_memo.sh │ ├── img100_b0_50_rmmfoster.sh │ ├── img100_b0_5_coil.sh │ ├── img100_b0_5_finetune.sh │ ├── img100_b0_5_foster.sh │ ├── img100_b0_5_memo.sh │ ├── img100_b0_5_rmmfoster.sh │ ├── img100_b50_10_coil.sh │ ├── img100_b50_10_foster.sh │ ├── img100_b50_10_memo.sh │ ├── img100_b50_10_rmmfoster.sh │ ├── img100_b50_25_coil.sh │ ├── img100_b50_25_foster.sh │ ├── img100_b50_25_memo.sh │ └── img100_b50_25_rmmfoster.sh └── fair │ ├── cifar_b0_10_bic.sh │ ├── cifar_b0_10_coil.sh │ ├── cifar_b0_10_foster.sh │ ├── cifar_b0_10_gem.sh │ ├── cifar_b0_10_podnet.sh │ ├── cifar_b0_5_bic.sh │ ├── cifar_b0_5_coil.sh │ ├── cifar_b0_5_der.sh │ ├── cifar_b0_5_foster.sh │ ├── cifar_b0_5_gem.sh │ ├── cifar_b0_5_icarl.sh │ ├── cifar_b0_5_memo.sh │ ├── cifar_b0_5_podnet.sh │ ├── cifar_b0_5_replay.sh │ ├── cifar_b0_5_wa.sh │ ├── img100_b0_10_bic.sh │ ├── img100_b0_10_coil.sh │ ├── img100_b0_10_der.sh │ ├── img100_b0_10_foster.sh │ ├── img100_b0_10_icarl.sh │ ├── img100_b0_10_memo.sh │ ├── img100_b0_10_podnet.sh │ ├── img100_b0_10_replay.sh │ ├── img100_b0_10_wa.sh │ ├── img100_b50_5_bic.sh │ ├── img100_b50_5_coil.sh │ ├── img100_b50_5_foster.sh │ └── img100_b50_5_podnet.sh ├── trainer.py └── utils ├── __init__.py ├── data.py ├── data_manager.py ├── factory.py ├── inc_net.py ├── model2exemplar.py ├── rl_utils ├── ddpg.py └── rl_utils.py └── toolkit.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LAMDA-CL/CIL_Survey/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/put the downloaded cpt here: -------------------------------------------------------------------------------- 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